RunningStat

This page is a translated version of the page RunningStat and the translation is 55% complete.

RunningStat is a PHP library for online statistical algorithms. Versi yang terbaru mengimplementasikan dua algoritma yang berguna. The first is an algorithm for estimating higher-order moments (variance and standard deviation) of a random variable without having to store individual observations. It also keeps track of the arithmetic mean and extrema (min and max). Together these measurements describe the central tendency and statistical dispersion of a population.

The second algorithm is the P-Square algorithm, as described in "The P-Square Algorithm for Dynamic Calculation of Percentiles and Histograms without Storing Observations," Communications of the ACM, October 1985 by R. Jain and I. Chlamtac.

Pemasangan

To use it inside your application, simply run composer require wikimedia/running-stat, or add a dependency in your composer.json.

If you prefer using git, that's also an option: git clone https://gerrit.wikimedia.org/r/RunningStat.git, and autoload the library however you wish to.

If you wish to develop and contribute on the library, see developer account for gaining access to our code review system.

Penggunaan

use Wikimedia\RunningStat;

$rstat = new RunningStat();
foreach ( array(
  49.7168, 74.3804,  7.0115, 96.5769, 34.9458,
  36.9947, 33.8926, 89.0774, 23.7745, 73.5154,
  86.1322, 53.2124, 16.2046, 73.5130, 10.4209,
  42.7299, 49.3330, 47.0215, 34.9950, 18.2914,
) as $sample ) {
  $rstat->push( $sample );
}


printf(
  "n = %d; min = %.2f; max = %.2f; mean = %.2f; variance = %.2f; stddev = %.2f\n",
  count( $rstat ),
  $rstat->min,
  $rstat->max,
  $rstat->getMean(),
  $rstat->getVariance(),
  $rstat->getStdDev()
);
// Output:
// n = 20; min = 7.01; max = 96.58; mean = 47.59; variance = 725.71; stddev = 26.94

Penatalaksanaan kode

Dikelola oleh Unknown or Unassigned^{[‍Maintainers page]}.
Pelacak masalah: Phabricator runningstat (Laporkan masalah)

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